{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "ppi: 生产物价（工业产品价格），ppi见底，利空债市，债券熊市要来了\n",
    "\n",
    "ppi 重要组成部分是石油价格\n",
    "\n",
    "逻辑：ppi 降底部，经济预期变好，债券收益率不大概率比不了股票和其他资产收益，所以十年国债收益率上行。\n",
    "\n",
    "ppi 与 债市收益率呈正相关\n",
    "\n",
    "cpi，消费物价（生活用品价格）\n",
    "cpi上涨利空债券市场"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "            商品         日期   今值  预测值   前值    年份   每年平均CPI\n",
      "352  中国CPI月率报告 2025-05-10  0.1  NaN -0.4  2025 -0.014286\n",
      "353  中国CPI月率报告 2025-06-09 -0.2  NaN  0.1  2025 -0.014286\n",
      "354  中国CPI月率报告 2025-07-09 -0.1  0.0 -0.2  2025 -0.014286\n",
      "355  中国CPI月率报告 2025-08-09  NaN  NaN -0.1  2025 -0.014286\n",
      "            商品         日期   今值  预测值   前值    年份  每年平均PPI\n",
      "358  中国PPI年率报告 2025-05-10 -2.7 -2.7 -2.5  2025     -2.7\n",
      "359  中国PPI年率报告 2025-06-09 -3.3 -3.1 -2.7  2025     -2.7\n",
      "360  中国PPI年率报告 2025-07-09 -3.6 -3.2 -3.3  2025     -2.7\n",
      "361  中国PPI年率报告 2025-08-09  NaN  NaN -3.6  2025     -2.7\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1000x600 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "import akshare as ak\n",
    "import matplotlib.pyplot as plt\n",
    "import pandas as pd\n",
    "\n",
    "\n",
    "# 提取2024年及以后的数据\n",
    "start_date = '2011-01-01'\n",
    "\n",
    "# 获取CPI数据\n",
    "macro_china_cpi_monthly_df = ak.macro_china_cpi_monthly()\n",
    "# 获取PPI数据\n",
    "macro_china_ppi_monthly_df = ak.macro_china_ppi_yearly()\n",
    "\n",
    "# 将日期列转换为日期时间类型\n",
    "macro_china_cpi_monthly_df['日期'] = pd.to_datetime(macro_china_cpi_monthly_df['日期'])\n",
    "macro_china_ppi_monthly_df['日期'] = pd.to_datetime(macro_china_ppi_monthly_df['日期'])\n",
    "\n",
    "cpi_data = macro_china_cpi_monthly_df[macro_china_cpi_monthly_df['日期'] >= start_date]\n",
    "ppi_data = macro_china_ppi_monthly_df[macro_china_ppi_monthly_df['日期'] >= start_date]\n",
    "\n",
    "# 使CPI和PPI数据的日期范围保持一致\n",
    "common_dates = set(cpi_data['日期']).intersection(set(ppi_data['日期']))\n",
    "cpi_data = cpi_data[cpi_data['日期'].isin(common_dates)]\n",
    "ppi_data = ppi_data[ppi_data['日期'].isin(common_dates)]\n",
    "\n",
    "# 计算每年的平均CPI值和平均PPI值\n",
    "cpi_data['年份'] = cpi_data['日期'].dt.year\n",
    "ppi_data['年份'] = ppi_data['日期'].dt.year\n",
    "cpi_data['每年平均CPI'] = cpi_data.groupby('年份')['今值'].transform('mean')\n",
    "ppi_data['每年平均PPI'] = ppi_data.groupby('年份')['今值'].transform('mean')\n",
    "print(cpi_data.tail(4))\n",
    "print(ppi_data.tail(4))\n",
    "\n",
    "x = cpi_data['日期']\n",
    "\n",
    "\n",
    "# 设置画布大小，这里可以根据需要调整宽和高的数值，例如(10, 6)表示宽为10，高为6的画布尺寸\n",
    "plt.figure(figsize=(10, 6))\n",
    "\n",
    "# 绘制对比曲线\n",
    "plt.plot(x, cpi_data['今值'], label='Monthly CPI')\n",
    "plt.plot(x, ppi_data['今值'], label='Monthly PPI')\n",
    "plt.plot(x, cpi_data['每年平均CPI'], label='Annual Average CPI', marker='', linestyle='--', alpha=0.5, color='green')\n",
    "plt.plot(x, ppi_data['每年平均PPI'], label='Annual Average PPI', marker='', linestyle='--', alpha=0.5, color='orange')\n",
    "\n",
    "# 获取绘图区域的坐标轴范围，用于后续延伸虚线到y轴（虽然目前部分相关代码已注释，但保留获取范围代码以防后续可能用到）\n",
    "ax = plt.gca()\n",
    "xmin, xmax = ax.get_xlim()\n",
    "ymin, ymax = ax.get_ylim()\n",
    "\n",
    "# 绘制每年平均CPI虚线延伸到y轴，并添加对应的值的标注（部分绘制虚线代码已按要求注释，仅保留添加标注代码）\n",
    "first_cpi_mean = cpi_data['每年平均CPI'].dropna().iloc[0]  # 获取第一个非空的平均CPI值\n",
    "# plt.plot([xmin, xmax], [first_cpi_mean, first_cpi_mean], label='Annual Average CPI', marker='', linestyle='--', alpha=0.5, color='green')\n",
    "plt.text(xmin - 0.05 * (xmax - xmin), first_cpi_mean, f'{first_cpi_mean:.2f}', va='center', ha='right', color='green')\n",
    "\n",
    "# 绘制每年平均PPI虚线延伸到y轴，并添加对应的值的标注（部分绘制虚线代码已按要求注释，仅保留添加标注代码）\n",
    "first_ppi_mean = ppi_data['每年平均PPI'].dropna().iloc[0]  # 获取第一个非空的平均PPI值\n",
    "# plt.plot([xmin, xmax], [first_ppi_mean, first_ppi_mean], label='Annual Average PPI', marker='', linestyle='--', alpha=0.5, color='orange')\n",
    "plt.text(xmin - 0.05 * (xmax - xmin), first_ppi_mean, f'{first_ppi_mean:.2f}', va='center', ha='right', color='orange')\n",
    "\n",
    "# 获取x轴的刻度位置\n",
    "xticks = ax.get_xticks()\n",
    "# 获取y轴的刻度位置\n",
    "yticks = ax.get_yticks()\n",
    "\n",
    "# 循环遍历每个刻度位置，绘制垂直于x轴的虚线\n",
    "for tick in xticks:\n",
    "    plt.axvline(x=tick, linestyle=':', color='gray', alpha=0.5)\n",
    "# 循环遍历每个刻度位置，绘制垂直于y轴的虚线\n",
    "for tick in yticks:\n",
    "    plt.axhline(y=tick, linestyle=':', color='gray', alpha=0.5)\n",
    "\n",
    "# 设置图表标题和坐标轴标签\n",
    "plt.title('CPI and PPI Comparison Curve')\n",
    "plt.xlabel('Date')\n",
    "plt.ylabel('Index Value')\n",
    "\n",
    "# 自动调整布局，避免标签等元素重叠\n",
    "plt.tight_layout()\n",
    "\n",
    "# 显示图例\n",
    "plt.legend()\n",
    "\n",
    "# 自动调整日期标签的显示格式和旋转角度，使其更清晰\n",
    "plt.gcf().autofmt_xdate()\n",
    "\n",
    "# 显示图表\n",
    "plt.show()"
   ]
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